United States · Series A startup

Who invested in Edge Case Research

2 rounds we have observed, with the 7 investors named in them. Every figure came from a named source, and where the company reported a raise to the SEC itself, that is shown beside it.

AILogistics

Funding summaryUpdated 26 Oct 2026

$19Mraised across 2 rounds since 2019, from 2 sources

$7.0MRound$12MSeries A
Latest round
Series A, $12MSept 2021
Step-upi
1.7×
Investors
7 (2 led)
See who backed them

The funding story

Each circle is a round, placed by date and sized by amount. The line above is the running total.

20202021
$7.0MRound$12MSeries A
First round
Round, $7.0M
Jun 2019
Biggest round
$12M
Series A · Sept 2021
Between rounds
2.3 years
from the last two

The rounds

  1. Sept 2021
    Series A$12M1 new1 returning

    Source recorded

  2. Jun 2019

Founders and team

From the SEC filings it signed: 2 on the team.

  • Michael WagnerExecutive Officer, Director, Promoteri
  • Philip KoopmanExecutive Officer, Director, Promoteri

On the board, as filediChristopher UrmsonMatthew Zack

Who was in which round

The busiest backers across the latest rounds. A filled square is a round they joined; a dark one, a round they led.

Everyone who backed them

Lockheed MartinCorporate VC2rounds
ANSYSno record of our own yet1round, led 1
Chris Urmsonno record of our own yet1round, led 1
Monozukuri VenturesVC firm1round
BlueTree Allied AngelsAngel network1round

Missing a round, or an investor who was in one? Tell us.

Also claim to have backed them

This firm lists Edge Case Research as a portfolio company on their own website, but no report of a round names it. They are the firms' own claims, kept apart from the rounds above.

412 Venture FundVC firmPer its own site

Quick answers about Edge Case Research

Who invested in Edge Case Research?

Edge Case Research's investors include Lockheed Martin, ANSYS, Chris Urmson, Monozukuri Ventures and BlueTree Allied Angels, and 2 more on record.

How much has Edge Case Research raised?

Edge Case Research has raised $19M across 2 rounds since 2019.

When did Edge Case Research last raise?

Edge Case Research's most recent round was a Series A of $12M in Sept 2021.

What was Edge Case Research's biggest round?

Its most recent round, $12M in Sept 2021, is also its largest on record.

Who backed Edge Case Research first?

Edge Case Research's first round on record, in Jun 2019, was backed by ANSYS, Chris Urmson and Lockheed Martin and 3 others.

What stage is Edge Case Research at?

Edge Case Research's latest named round is a Series A, in Sept 2021.

Where is Edge Case Research based?

Edge Case Research is based in the United States.

Who led Edge Case Research's rounds?

ANSYS led the Undisclosed round in 2019.

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